Papers with Code 아카이브

Knowledge Graphs

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

전체 기법 전체 데이터셋

하위 태스크: 4
평가표: 4
보존된 평가 기록: 19

A knowledge graph is a structured representation of information that organizes data into nodes (entities) and edges (relationships) to show how different pieces of knowledge are interconnected. It enables enhanced data integration, search, and inference by modeling the relationships between concepts and entities in a graph format.

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/liu-yushan/PoLo

공식 코드

Neural Multi-Hop Reasoning With Logical Rules on Biomedical Knowledge Graphs

https://github.com/liu-yushan/tlogic

공식 코드

TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs

https://github.com/liuran998/RelAdapter

공식 코드

Context-Aware Adapter Tuning for Few-Shot Relation Learning in Knowledge Graphs

https://github.com/liuyuaa/RAM

공식 코드

Role-Aware Modeling for N-ary Relational Knowledge Bases

https://github.com/liyichen-cly/pog

공식 코드

Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs

https://github.com/ljcleo/hi-arg

공식 코드

Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language Pretraining

https://github.com/lmb-freiburg/entitynet

공식 코드

Using Knowledge Graphs to harvest datasets for efficient CLIP model training

https://github.com/lmmapplication/rakg

공식 코드

RAKG:Document-level Retrieval Augmented Knowledge Graph Construction

https://github.com/longquanjiang/ontoscprompt

공식 코드

Ontology-Guided, Hybrid Prompt Learning for Generalization in Knowledge Graph Question Answering

https://github.com/lorenzoscottb/findings_ACL2021

공식 코드

Representing Syntax and Composition with Geometric Transformations

https://github.com/lrlbbzl/unibi_ogb

공식 코드

Prior Bilinear Based Models for Knowledge Graph Completion

https://github.com/ltgoslo/text-graph-generalization

공식 코드

Compositional Generalization with Grounded Language Models

https://github.com/luffycodes/neptune

공식 코드

NePTuNe: Neural Powered Tucker Network for Knowledge Graph Completion

https://github.com/luisrui/Multimodal-Relation-Extrapolation

공식 코드

Zero-Shot Relational Learning for Multimodal Knowledge Graphs

https://github.com/lukeming-tsinghua/remod

공식 코드

Multimodal Learning on Graphs for Disease Relation Extraction

https://github.com/lulu0913/vrkg4rec

공식 코드

VRKG4Rec: Virtual Relational Knowledge Graphs for Recommendation

https://github.com/luosx18/ued

공식 코드

An Accurate Unsupervised Method for Joint Entity Alignment and Dangling Entity Detection

https://github.com/luozhongze/ForPKG

공식 코드

ForPKG: A Framework for Constructing Forestry Policy Knowledge Graph and Application Analysis

https://github.com/lxchtan/tegtok

공식 코드

TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge

https://github.com/lyyf2002/asgea

공식 코드

ASGEA: Exploiting Logic Rules from Align-Subgraphs for Entity Alignment

https://github.com/lzxlin/mclea

공식 코드

Multi-modal Contrastive Representation Learning for Entity Alignment

https://github.com/m-hildebrandt/R2D2

공식 코드

Reasoning on Knowledge Graphs with Debate Dynamics

https://github.com/machuangtao/kg-rag4sm

공식 코드

Knowledge Graph-based Retrieval-Augmented Generation for Schema Matching

https://github.com/machuangtao/llm-kg4qa

공식 코드

Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities

https://github.com/magkai/CONQUER

공식 코드

Reinforcement Learning from Reformulations in Conversational Question Answering over Knowledge Graphs

https://github.com/mainuliitkgp/ar-bert

공식 코드

AR-BERT: Aspect-relation enhanced Aspect-level Sentiment Classification with Multi-modal Explanations

https://github.com/mali-git/hyper_relational_ilp

공식 코드

Improving Inductive Link Prediction Using Hyper-Relational Facts

https://github.com/malllabiisc/ConfGCN

공식 코드

Neural Graph Embedding Methods for Natural Language Processing

https://github.com/malllabiisc/InteractE

공식 코드

InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions

https://github.com/malllabiisc/cesi

공식 코드

CESI: Canonicalizing Open Knowledge Bases using Embeddings and Side Information

https://github.com/mandt-lab/knowledge-graph-tuning

공식 코드

Augmenting and Tuning Knowledge Graph Embeddings

https://github.com/mariosaenger/biore-kplm-benchmark

공식 코드

Knowledge-augmented Pre-trained Language Models for Biomedical Relation Extraction

https://github.com/masterai-eam/darwin

공식 코드

DARWIN Series: Domain Specific Large Language Models for Natural Science

https://github.com/masterai-eam/scicrawler

공식 코드

DARWIN Series: Domain Specific Large Language Models for Natural Science

https://github.com/mathiasj33/boxsquaredel

공식 코드

Dual Box Embeddings for the Description Logic EL++

https://github.com/mattbierbaum/arxiv-public-datasets

공식 코드

On the Use of ArXiv as a Dataset

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.